A privately-owned professional services company received performance scores of 1.4–3.1 across all nine TAB Business Diagnostic domains. Not a single domain reached the performing level. Phase one moved Planning and Financial Management from red to green — and that’s where this case study begins. From here on: the sprint from two greens to six, and the diagnostic graph one year later.
Tool
TAB Business Diagnostic
Respondent
Owners / Unit CEO
Questions
178 across nine domains
Baseline Date
11.8.2026
Facilitator
NIRMAKO · TAB Israel
BOTTOM LINE
The company wasn’t underperforming in nine domains for nine different reasons. It was underperforming for one reason: nothing was measured, and therefore nothing was managed. Vision — 1.0. Operational financial reviews — 1.0. Sales metrics — 1.0. Customer feedback — 1.0. The business ran on the owners’ memory.
Planning and Financial Management were fixed first — the two largest gaps in the report (-3.0 and -2.2), and the two easiest domains to move, because both are built on decisions and documentation, not cultural change.
isions the owners already control. No recruiting, no budgeting, no market dependency. 90 days.
The lever is AI — priority 5.0, performance 3.1, the highest-priority domain in the report. The owners are already committed. They aim it at the two places that simulate hours — preparing proposals and drafting IT specs — and fund the rest of the program from reclaimed hours, not new budget.
01
Opening Snapshot
The case opened after stage one: Planning and Financial Management were re-upgraded to green, everything else unchanged. Two greens, three at risk, four critical. The column is performance, the diamond is priority, and the distance between them is the gap that the owners feel every day and have never seen visualized. Clicking on “As Diagnosed” displays the raw report that was filled out.
The upper-right quadrant is where a healthy business lives: high priority, high performance. The lower-right quadrant is the danger zone — most important and most broken. The upper-left quadrant is the silent killer: you’re excelling at something no one asked you to excel at.
02
What the Coach Sees and the Owners Don’t
Three insights that aren’t visible in the raw scores, and completely change the action priorities in the engagement.
Finding 01
All the 1.0s Are the Same Failure
Nine sub-domains received a flat 1.0: vision, operational financial reviews, sales skills, sales metrics, digital sales, sales incentives, customer feedback, customer retention and service technology. These aren’t nine separate problems — this is one absence: no written standard, no consolidated number, no review date. Everything else in the report is a symptom.
Two Domains in Over-Performance — And That’s the Problem
Working with tenders scores 3.1 performance vs. 1.0 priority (2.1+ gap). Information technology — 2.4 vs. 1.8 (0.6+ gap). The owners ranked both at the bottom of the priority list, and then invest real hours in them and do them well. This is the most expensive skill there is: it eats up the week and it’s not scalable. Preparing tenders in particular — manual, slow, and ranked as negligible.
Tenders gap 2.1+ · IT gap 0.6+ · Tenders priority = negligible
Finding 03
The AI Strategy Stands on 1.3
AI readiness and strategy received 5.0 — full management commitment, roadmap, identified use cases. But data management and regulation received 1.3, and IT is ranked at 1.8 priority. You can’t run a 5.0 AI ambition on 1.3 data. Either the AI priority is a wish, or the IT priority is ranked incorrectly. It’s the second option.
AI Strategy 5.0 · AI in Practice 2.0 · Data Management 1.3
03
First Stage — Two Domains from Red to Green
Planning and Financial Management. Not because they were the worst, but because they were the only two red domains that could be moved without a single external variable. Here’s what each answer needs to become — and what must physically exist in the business for the new answer to be true.
Planning · 1.7 ← 4.1
17 questions · Total score 29 ← 70
Sub-domain
Before
After
What must exist for the new answer to be correct
Vision and Strategic Direction
1.0
4.0
One page: three-year picture, who we serve, what we refuse. Signed, distributed, mentioned in year-two meeting. Fixed review date in calendar.
Strategic Planning and Key Metrics
1.8
4.2
5 SMART goals, 5 critical success factors, 5 company metrics on one dashboard in monthly review.
Leadership and Strategic Guidance
2.3
4.3
Core values written and activated in one real decision. Use of external coach already scored 4 — maintain.
Strategic Analysis and Differentiation
1.7
4.0
SWOT with team, differentiators written into sales deck, 5 leading risks with named owner.
Accountabilities and Execution
1.7
4.0
Signed accountability map. 60-minute weekly execution meeting with scorecard and “who’s responsible, by when” column.
Financial Management · 1.8 ← 4.0
18 questions · Total score 33 ← 72
Sub-domain
Before
After
What must exist for the new answer to be correct
Cash Flow and Liquidity
4.5
5.0
Already the company’s strongest score. Rolling 13-week forecast and it’s a 5.
Budget and Expense Management
1.7
4.0
Annual budget, monthly variance report, and fixed 30-minute variance review with corrective action column.
Profitability and Performance Measurement
1.7
4.0
Gross margin by service line, monthly. ROI test on every expense above a defined threshold.
Accounting and Financial Reporting
1.7
4.0
Monthly close by the 10th of the month. Four financial ratios versus industry benchmark.
Financial Planning and Strategy
1.3
3.7
Financial strategy linked to three-year vision. Forecast refreshed quarterly.
Risk and Compliance
1.5
3.5
Insurance review completed. Fixed quarterly review meeting with the bank.
Operational Financial Controls
1.0
4.0
Active purchase order system. Written approval thresholds. Separation between who orders and who pays.
The Reality Test for Every New Score
An answer only changes when there’s an artifact a stranger could find without asking the owners: a document, a recurring calendar event, a dated report, or a system that refuses to execute the action. The intent is not 4.
04
Keep · Fix · Automate · Stop
Every diagnostic generates a task list. The value lies in the stop-doing list.
Action
Domain
Score
Coach’s Reading
Keep
Cash Flow & Liquidity
4.5
Highest score in the entire report. The liquidity and approach to working capital are healthy — and this is the only reason there’s any time at all to run a change process. Not by touch, not by waste.
Keep
AI Readiness & Strategy
5.0
Management is committed, use cases are identified, roadmap exists. This is rare and it’s the engine of the entire
plan. Turn readiness into implementation within 90 days, or the enthusiasm evaporates.
Keep
Market Positioning & Clients (Tenders)
4.2
The company knows who it sells to and why it wins. This is the raw material for rebuilding marketing in Q2 — the knowledge isn’t missing, it’s just not articulated outward.
Fix
Planning
1.7
Largest gap in the report (3.0-) versus third-highest priority. Stage one. Cost: owners’ time only.
Fix
Financial Management
1.8
Gap of 2.2-. Can’t delegate cost metrics to an accountant. Stage one.
Fix
Marketing & Sales
2.0 / 1.7
Cumulative gap of 4.9- and the direct cause of tender dependency. But don’t start here: without metrics and without visibility into profitability, spending on growth is unmeasurable. Quarters 2 and 3.
Quick Win
Information Technology
2.4
One six-week project moves this to 3.5: two-factor authentication, backup and recovery testing, endpoint policy including data retention and single source of truth for customer data. Low cost, closed scope, and this is a prerequisite for the AI roadmap. Everything else in IT keeps IT as a background tax on the owners’ workweek — energy burned, nothing profitable.
Automate
Tender Work
3.1
Rated negligible in priority, yet performed at 3.1 level and consuming days per tender. Don’t improve and don’t refine — layer AI on it. Past tenders, technical content library, pricing rules and filtering criteria become a corpus; the agent drafts, the owners edit. Target: 60–70% fewer owner hours at the same or better win rate. Minimal resources, immediate return.
Stop
Manual Proposal Production
—
Every hour of manual document building for a priority 1.0 activity is an hour not invested in priority 4.8 activities. Close as a manual process the moment the agent pilot passes.
Stop
IT Firefighting
—
When there are no policies, every minor failure escalates to the owners. Replace with written standard and support contract.
Monitor
Personal Profitability
2.6
The honest number: this will get worse before it gets better. A year of change adds load. The hours reclaimed from tenders and IT are what protect this line — not improving profitability, but the safety mechanism for program delivery.
Where AI Does the Work
Tender drafting agent (Q1) · Closure deviations narrative from monthly close (Q1) · Marketing content engine from existing differentiators (Q2) · Call summarization and pipeline for sales (Q3) · First responder and intelligent triage in service (Q4). Each one turns an existing 1.0 into a 3+ without a headcount decision.
05
Week One
Owner time only. No spending, no recruiting, no consultants. Seven hours spread over five days. This week exists to create the deliverables that make the re-ranking of planning and financial domains real.
Monday · 60 min
Write a standalone vision draft
Three questions on one page: What business will we be in three years from now, whom exactly are we serving, and what do we refuse. No team, no polish. This page is the fix for the lowest score in the report.
Owners
Tuesday · 90 min
Build a rolling 13-week cash flow forecast
One spreadsheet. Four weeks back actual, thirteen weeks forward, updated every Monday. Cash flow is already 4.5 — this turns it from maintenance into a defendable number.
Owners + CFO
Wednesday · 120 min
Break down 12 months into service lines
Five lines maximum. Revenue and direct costs only. You’re looking for the profitable line that’s not obvious. It’s there, and no one currently knows which one.
Owners + CFO
Thursday · 60 min
Conduct a review of the last 12 tenders
Hours invested, won or lost, actual gross margin. This creates the economic justification for the AI agent, and more importantly — the number of hours the owners will get back.
Owners
Friday · 30 min
Set the management cadence
Fixed 60-minute management meeting, same slot, 13 weeks forward, one agenda template: numbers, blockers, decisions, accountabilities. Sending the calendar invite is the action that moves “Responsibilities and Performance.”
Owners
Friday · 90 min
Lock the 90-day plan with TAB coach
Three goals maximum, each with a number and date. Everything else gets written on the side so it stops competing for attention.
Owners + Coach
06
First Month
Target for Day 30: Planning 1.7 ← 2.8, Financial Management 1.8 ← 2.9. Both still orange. Green comes on Day 90, when the outputs drop from three survey cycles.
Week 1
Fundamentals
As detailed above. Vision draft, cash flow forecast, profitability by service line, tender reviews, meeting cadence, 90-day plan.
Week 2
One-Page Strategy
Vision draft becomes a one-page plan: vision, three medium-term pillars, five critical success factors, five metrics. Accountability map draft — roles and decision-making authority, not titles. Cleaning up accounting structure so month-end close by the 10th becomes physically possible.
Week 3
Numbers Go Live
Five company metrics published on one dashboard. First annual budget with monthly variance review already in the diary. Procurement policy draft with written approval threshold. SWOT workshop with the team.
Week 4
First Cycle, First Test
Month-end close trial run. First variance review — the meeting matters more than precision. First management meeting guided by scorecard. Tender agent characterization: one pilot, past tenders as corpus, named tender as test case. Scoping and pricing proposal for six-week IT project.
Exit Criteria for First Month — Binary, No Partial Credit
Output
Owner
Evidence
One-page strategic plan, signed off
CEO
Document
Five metrics published and reviewed at least twice
CEO
Dashboard
13-week cash flow forecast updated four times
CFO
Spreadsheet history
Gross margin by service line for 12 months
CFO
Report
Accountability map in draft
CEO
Diagram
Procurement and approval threshold policy in force
CEO
Procedure + rule in system
Four management meetings with scorecard
CEO
Summaries
Tender agent pilot characterized, IT priced
CEO
Scoping documents
07
Quarter and Year — At Macro Level
One topic per quarter. The order is non-negotiable: you can’t measure marketing that you can’t price, and you can’t price anything without monthly closing.
Quarter
Topic
Moves
Impact on Diagnostic
Q1
Make It Visible
Planning and financial management to green. Six-week IT infrastructure project. Air-conditioning sales agent pilot. Safety tracker: no new spending on marketing or sales until metrics are running.
Planning 1.7→4.1 · Financial 1.8→4.0 · IT 2.4→3.5 · Owner hours on sales agents 50%-
Q2
Build Demand
Positioning and value proposition rebuilt from the differentiators the company already masters well in sales
agents. AI content engine. Lead generation system with optimized cost-per-lead from day one.
Marketing 2.0→3.0 · AI 3.1→3.7
Q3
Convert
Sales system: defined stages, CRM discipline, weekly pipeline rhythm, sales metrics, regular training and incentive planning. The four 1.0 scores in sales sit here.
Sales 1.7→3.0 · Marketing →3.3
Q4
Retain
Customer service infrastructure: response standard, inquiry system, feedback loop that generates a number, AI-based first responder. Annual roadmap survey and repeat diagnostic.
Service 1.4→3.0 · Sales →3.5 · Marketing →3.6 · AI →4.2
Year — What the Owners Are Buying
A business that reports on itself monthly without us asking
Five numbers that predict the sixth
Revenue coming from marketing and sales systems, not from sales agents
Roughly one day a week back, from phasing out sales agents and extinguishing IT fires
A vision the team can revisit without having to read it
Year — What Will Try to Stop This
Retreat in Q3. Financial discipline is the first thing thrown out when a big sales agent lands. If monthly closing slips twice, financial drops back to 3.0 sealed and drags planning with it.
Marketing that starts too early. Spending before metrics creates activity that can’t be judged, and the owner concludes that marketing doesn’t work.
AI as a toolbox. Priority 5.0 tempts to buy software. The agent is optimized for one process with measured hours saved, otherwise it becomes a hobby.
Owner bandwidth. Personal well-being at 2.6 is the constraint on every other line in the plan.
08
The After Picture
After ten to twelve months. Six domains performing, three at risk, none critical. The faded markers are the opening point of each domain; the arrow is the distance traveled.
Domain
Priority
Diagnostic
Opening
Day 90
Month 12
Gap
Note
Artificial Intelligence
5.0
3.1
3.1
3.4
4.2
-0.8
Readiness became application in five processes
Marketing
4.8
2.0
2.0
2.4
3.6
-1.2
Red → Green. Started only after the numbers were in place
Planning
4.7
1.7
4.1
4.1
4.1
-0.6
Stage one. Held four quarterly reviews
Financial Management
4.0
1.8
4.0
4.0
4.0
0.0
Stage one. Line furthest at risk — back line
Sales
3.8
1.7
1.7
2.2
3.5
-0.3
Red → Green. Four 1.0 scores rebuilt in Q3
Personal Well-being
3.6
2.6
2.6
2.6
3.2
-0.4
Honest: drops in Q2–Q3, recovers on returned hours
Information Technology
1.8 ← 3.5
2.4
2.4
3.5
3.5
0.0
Quick project. Priority re-rated — AI pivot requires this
Customer Service
3.0
1.4
1.4
1.8
3.0
0.0
Red → Orange. Foundation only; Q4 target is paved, not finished
Tender Work
1.0
3.1
3.1
3.2
3.4
+2.4
Still over-performing — intentionally, but almost without owner hours
Why is the Tender Domain Still Over-Performing at Month 12
Over-performance is only a problem when it’s expensive. The agent maintained the win percentage and lowered costs, so the +2.4 gap stops being a warning and becomes a margin. This is the only place in the report where the right answer was automation, not improvement and not abandonment.
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